# Reducto Cursor API Evaluation

**Category:** Document Parsing
**Score:** 97 (A)

This is the agent-readable Devtool Arena evaluation page for Reducto on Cursor API.

## Summary

| Metric | Value |
|--------|-------|
| Status | completed |
| Overall score | 97 |
| Grade | A |
| Eval score | 96 |
| Discovery score | 100 |
| Cost | $0.05 |
| Runtime | 40s |
| Tool calls | 10 |
| Errors | 0 |
| Tokens used | 128259 |
| Success | Yes |

## Agent-Readiness Checklist

| Signal | Evidence |
|--------|----------|
| Context7 | https://context7.com/reductoai/reducto-python-sdk |
| llms.txt | https://docs.reducto.ai/llms.txt |
| MCP server | https://docs.reducto.ai/mcp-server |
| Typed SDK | https://github.com/reductoai/reducto-node-sdk |
| OpenAPI | https://docs.reducto.ai/openapi.json |
| Agent skills | https://docs.reducto.ai/quickstart |
| CLI | https://docs.reducto.ai/cli |

## Evaluation Prompt

````text

# Task
Using https://docs.reducto.ai/quickstart, complete the following task:

Using Reducto, build me a script that parses this PDF and extracts structured data: https://www.irs.gov/pub/irs-pdf/fw9.pdf

Print the result as JSON with fields: pages (total count), chunks (array of text blocks), tables (array if any found) 

## Execution
After creating the script, run it to verify it works:
```bash
cd /home/daytona/app && python <your_script>.py
```

The script should print output to stdout. If there are errors, debug and fix them until it runs successfully.

````

## Grader Results

| Check | Passed | Weight | Score | Details |
|-------|--------|--------|-------|---------|
| Cost | Yes | 0 | 1 | $0.05 (<$0.10, excellent) |
| Time | Yes | 0 | 1 | 40s (<60s, excellent) |
| Efficiency | Yes | 0 | 1 | 10 tool calls (≤10, great) |
| Found Docs | Yes | 0 | — | Touched docs at docs.reducto.ai: yes (2 matching tool calls) |
| Zero Errors | Yes | 0 | — | No errors in tool outputs |
| Syntax Valid | Yes | 0 | — | Code compiles/parses correctly |
| Created Files | Yes | 0 | — | Generated files: 2 (need ≥1) |
| Full Execution | Yes | 0 | — | Method: full_execution, Exit: 0 |

## Run Artifacts

| Artifact | Value |
|----------|-------|
| Conversation turns | 13 |
| Tool call traces | 10 |
| Generated files | 2 |
| Exit code | 0 |
| Completed at | 2026-10-20T05:36:39.749867+00:00 |

### Generated Files

- /home/daytona/app/parse_w9.py
- /home/daytona/app/requirements.txt

## Related Pages

- [Cursor API leaderboard](/cursor/api)
- [Compare Cursor API companies](/cursor/api/compare)
- [Agent Landscape](/discoverability)

Canonical URL: https://devtoolarena.com/cursor/api/reducto